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## llm-wiki.md

      
              1 file
            
          
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                karpathy
                / llm-wiki.md
            
            
              Created
              April 4, 2026 16:25
            
              
                llm-wiki
              
          
    LLM Wiki

A pattern for building personal knowledge bases using LLMs.
This is an idea file, it is designed to be copy pasted to your own LLM Agent (e.g. OpenAI Codex, Claude Code, OpenCode / Pi, or etc.). Its goal is to communicate the high level idea, but your agent will build out the specifics in collaboration with you.
The core idea

Most people's experience with LLMs and documents looks like RAG: you upload a collection of files, the LLM retrieves relevant chunks at query time, and generates an answer. This works, but the LLM is rediscovering knowledge from scratch on every question. There's no accumulation. Ask a subtle question that requires synthesizing five documents, and the LLM has to find and piece together the relevant fragments every time. Nothing is built up. NotebookLM, ChatGPT file uploads, and most RAG systems work this way.

  
## freebsd_yubikey_authentication.md

      
              3 files
            
          
              7 forks
            
          
                5 comments
              
            
              42 stars
            
          
                daemonhorn
                / freebsd_yubikey_authentication.md
            
            
              Last active
              May 14, 2026 12:21
            
              
                Setting up yubikey/solo2 for piv, fido, and gpg on FreeBSD (Firefox, Chromium, PAM, SSH, and GnuPG)
              
          
    Overview

How to configure FreeBSD and applicable applications to work with Yubikey for authentication.  This serves as my work-in-progress documentation of the configuration knobs needed to make this work properly.

 FreeBSD ssh with piv smartcard slot on Yubikey (pkcs11 via libykcs11.so)
 FreeBSD ssh with fido support on Yubikey
 FreeBSD Firefox/Chromium with fido + webauthn support on Yubikey
 FreeBSD local console and gdm authentication using pam on Yubikey
 FreeBSD official YubiKey tools

Latest Tested FreeBSD versions


 FreeBSD 13.2 Testing (Aug 2023)
 FreeBSD stable/13 Testing (Aug 2023) with OpenSSH_9.3p2


## ping_flood.py
#!/usr/bin/env python3

import threading
import os

threads = []
thread_number = 5
counts = 50
delay = 0.2
verbose = True

## llm-wiki.md

      
              1 file
            
          
              173 forks
            
          
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              1204 stars
            
          
                rohitg00
                / llm-wiki.md
            
            
              Last active
              May 14, 2026 12:20
                — forked from karpathy/llm-wiki.md
            
              
                LLM Wiki v2 — extending Karpathy's LLM Wiki pattern with lessons from building agentmemory
              
          
    LLM Wiki v2

A pattern for building personal knowledge bases using LLMs. Extended with lessons from building agentmemory, a persistent memory engine for AI coding agents.
This builds on Andrej Karpathy's original LLM Wiki idea file. Everything in the original still applies. This document adds what we learned running the pattern in production: what breaks at scale, what's missing, and what separates a wiki that stays useful from one that rots.
What the original gets right

The core insight is correct: stop re-deriving, start compiling. RAG retrieves and forgets. A wiki accumulates and compounds. The three-layer architecture (raw sources, wiki, schema) works. The operations (ingest, query, lint) cover the basics. If you haven't read the original, start there.

  
## list.md

      
              1 file
            
          
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              3010 stars
            
          
                ih2502mk
                / list.md
            
            
              Last active
              May 14, 2026 12:17
            
              
                Quantopian Lectures Saved
              
          
    Lecture 1: Introduction to Research — [📝Lecture Notebooks] [▶️Video]

Lecture 2: Introduction to Python — [📝Lecture Notebooks] [▶️Video]

Lecture 3: Introduction to NumPy — [📝Lecture Notebooks] [▶️Video]

Lecture 4: Introduction to pandas — [📝Lecture Notebooks] [▶️Video]

Lecture 5: Plotting Data — [📝Lecture Notebooks] [[▶️Vide

  
## BottomNavigation.kt
/*
 * Copyright 2026 Kyriakos Georgiopoulos
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 *
 *     http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software

## modernization-references.md

      
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                WilliamBZA
                / modernization-references.md
            
            
              Created
              January 21, 2026 10:54
            
          
    References


Modernization techniques
Domain-Driven Refactoring by Jimmy Bogard

Git repository exploration


Git repository exploration scripts
Codescene
Git of Theseus


## .config
CONFIG_ALL_KMODS=y
CONFIG_ALL_NONSHARED=y
CONFIG_DEVEL=y
CONFIG_BUSYBOX_CUSTOM=y
CONFIG_AUTOREMOVE=y
CONFIG_BPF_TOOLCHAIN_BUILD_LLVM=y
# CONFIG_BPF_TOOLCHAIN_NONE is not set
CONFIG_BUILDBOT=y
CONFIG_BUILD_LOG=y
# CONFIG_BUSYBOX_CONFIG_VI is not set

## kill_adobe.command
declare -a adobeProcessList=('AdobeCRDaemon' 'AdobeIPCBroker' 'com.adobe.acc.installer.v2' 'CCXProcess.app' 'CCLibrary.app' 'Adobe CEF Helper' 'Core Sync' 'Creative Cloud Helper' 'Adobe Desktop Service' 'Creative Cloud');

for processName in "${adobeProcessList[@]}"; do
  pgrep -f "$(echo $processName)" > /dev/null;

  if [ $? -ne 0 ]; then
    echo "process not running, skipping: ${processName}";
    continue;
  fi;
	#!/usr/bin/env python3

	import threading
	import os

	threads = []
	thread_number = 5
	counts = 50
	delay = 0.2
	verbose = True
	/*
	* Copyright 2026 Kyriakos Georgiopoulos
	*
	* Licensed under the Apache License, Version 2.0 (the "License");
	* you may not use this file except in compliance with the License.
	* You may obtain a copy of the License at
	*
	* http://www.apache.org/licenses/LICENSE-2.0
	*
	* Unless required by applicable law or agreed to in writing, software
	CONFIG_ALL_KMODS=y
	CONFIG_ALL_NONSHARED=y
	CONFIG_DEVEL=y
	CONFIG_BUSYBOX_CUSTOM=y
	CONFIG_AUTOREMOVE=y
	CONFIG_BPF_TOOLCHAIN_BUILD_LLVM=y
	# CONFIG_BPF_TOOLCHAIN_NONE is not set
	CONFIG_BUILDBOT=y
	CONFIG_BUILD_LOG=y
	# CONFIG_BUSYBOX_CONFIG_VI is not set
	declare -a adobeProcessList=('AdobeCRDaemon' 'AdobeIPCBroker' 'com.adobe.acc.installer.v2' 'CCXProcess.app' 'CCLibrary.app' 'Adobe CEF Helper' 'Core Sync' 'Creative Cloud Helper' 'Adobe Desktop Service' 'Creative Cloud');

	for processName in "${adobeProcessList[@]}"; do
	pgrep -f "$(echo $processName)" > /dev/null;

	if [ $? -ne 0 ]; then
	echo "process not running, skipping: ${processName}";
	continue;
	fi;